The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 27, 2023

Filed:

Apr. 01, 2020
Applicant:

Honeywell International Inc., Morris Plains, NJ (US);

Inventors:

Qingqiu Shao, Oro Valley, AZ (US);

Gary Kumagai, Walnut, CA (US);

Bin Dong, Beijing, CN;

Kyusung Kim, Plymouth, MN (US);

Mohit Singhai, Chandler, AZ (US);

Assignee:

Honeywell International Inc., Charlotte, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G06N 20/00 (2019.01); B64D 45/00 (2006.01); G07C 5/00 (2006.01); G07C 5/08 (2006.01); G06F 18/24 (2023.01);
U.S. Cl.
CPC ...
G05B 23/0213 (2013.01); B64D 45/00 (2013.01); G06F 18/24 (2023.01); G06N 20/00 (2019.01); G07C 5/006 (2013.01); G07C 5/008 (2013.01); G07C 5/0808 (2013.01); B64D 2045/0085 (2013.01);
Abstract

According to certain aspects of the disclosure, a computer-implemented method may be used for detecting health status of an environmental control system. The method may include receiving aircraft data of an aircraft and receiving flight data of an aircraft. Calculating a predicted performance of the aircraft based on the received aircraft data and the received flight data and generating at least one model scalar or residual, wherein the at least one model scalar or residual is generated based on the aircraft data of the aircraft. Identifying at least one pattern from the at least one model scalar or residual and classifying the at least one pattern into at least one of a plurality of classifications. Identifying a failure of modes or components from the classifications and transmitting a maintenance report once the failure of modes or components is identified.


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